{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# RMS Wavefront Error versus Field"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from optiland.analysis import RmsWavefrontErrorVsField\n",
    "from optiland.samples.objectives import LensWithFieldCorrector"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "lens = LensWithFieldCorrector()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 700x450 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "rms_vs_field = RmsWavefrontErrorVsField(lens, num_fields=64)\n",
    "rms_vs_field.view()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
